Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 3161033 |
| Missing cells | 12799375 |
| Missing cells (%) | 40.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 241.2 MiB |
| Average record size in memory | 80.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Text | 1 |
| Numeric | 8 |
new_confirmed is highly overall correlated with new_recovered and 2 other fields | High correlation |
new_recovered is highly overall correlated with new_confirmed and 3 other fields | High correlation |
new_tested is highly overall correlated with new_confirmed and 3 other fields | High correlation |
cumulative_confirmed is highly overall correlated with new_recovered and 4 other fields | High correlation |
cumulative_deceased is highly overall correlated with new_recovered and 4 other fields | High correlation |
cumulative_recovered is highly overall correlated with new_confirmed and 3 other fields | High correlation |
cumulative_tested is highly overall correlated with new_tested and 2 other fields | High correlation |
new_deceased has 430896 (13.6%) missing values | Missing |
new_recovered has 2862399 (90.6%) missing values | Missing |
new_tested has 3106251 (98.3%) missing values | Missing |
cumulative_deceased has 427813 (13.5%) missing values | Missing |
cumulative_recovered has 2862399 (90.6%) missing values | Missing |
cumulative_tested has 3106193 (98.3%) missing values | Missing |
new_confirmed is highly skewed (γ1 = 81.26117805) | Skewed |
new_deceased is highly skewed (γ1 = 72.75302092) | Skewed |
cumulative_confirmed is highly skewed (γ1 = 23.5538026) | Skewed |
cumulative_deceased is highly skewed (γ1 = 23.18250227) | Skewed |
new_confirmed has 978365 (31.0%) zeros | Zeros |
new_deceased has 2315471 (73.3%) zeros | Zeros |
new_recovered has 52863 (1.7%) zeros | Zeros |
cumulative_deceased has 304965 (9.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-07 23:59:58.706976 |
|---|---|
| Analysis finished | 2023-09-08 00:00:44.212359 |
| Duration | 45.51 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
date
Date
| Distinct | 948 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.1 MiB |
| Minimum | 2020-01-02 00:00:00 |
|---|---|
| Maximum | 2022-08-22 00:00:00 |
location_key
Text
| Distinct | 4802 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.1 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 10.908282 |
| Min length | 8 |
Characters and Unicode
| Total characters | 34481438 |
|---|---|
| Distinct characters | 37 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DE_BB_12051 |
|---|---|
| 2nd row | DE_BB_12051 |
| 3rd row | DE_BB_12051 |
| 4th row | DE_BB_12051 |
| 5th row | DE_BB_12051 |
| Value | Count | Frequency (%) |
| us_ny_nyc | 943 | < 0.1% |
| us_ca_06059 | 937 | < 0.1% |
| us_ca_06037 | 936 | < 0.1% |
| us_ca_06085 | 931 | < 0.1% |
| us_ca_06033 | 930 | < 0.1% |
| us_ca_06039 | 930 | < 0.1% |
| us_ca_06041 | 930 | < 0.1% |
| us_ca_06043 | 930 | < 0.1% |
| us_ca_06031 | 930 | < 0.1% |
| us_ca_06029 | 930 | < 0.1% |
| Other values (4792) | 3151706 |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 6322066 | |
| S | 3102731 | 9.0% |
| 0 | 2997393 | 8.7% |
| 1 | 2783700 | 8.1% |
| U | 2529278 | 7.3% |
| 3 | 1697801 | 4.9% |
| 2 | 1526983 | 4.4% |
| 5 | 1458055 | 4.2% |
| 7 | 1278137 | 3.7% |
| 4 | 1090355 | 3.2% |
| Other values (27) | 9694939 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 15489638 | |
| Uppercase Letter | 12669734 | |
| Connector Punctuation | 6322066 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3102731 | |
| U | 2529278 | |
| T | 706886 | 5.6% |
| E | 682911 | 5.4% |
| N | 661695 | 5.2% |
| A | 660501 | 5.2% |
| C | 542505 | 4.3% |
| I | 525844 | 4.2% |
| M | 441754 | 3.5% |
| D | 414080 | 3.3% |
| Other values (16) | 2401549 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2997393 | |
| 1 | 2783700 | |
| 3 | 1697801 | |
| 2 | 1526983 | |
| 5 | 1458055 | |
| 7 | 1278137 | |
| 4 | 1090355 | 7.0% |
| 9 | 1045066 | 6.7% |
| 8 | 947709 | 6.1% |
| 6 | 664439 | 4.3% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 6322066 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21811704 | |
| Latin | 12669734 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 3102731 | |
| U | 2529278 | |
| T | 706886 | 5.6% |
| E | 682911 | 5.4% |
| N | 661695 | 5.2% |
| A | 660501 | 5.2% |
| C | 542505 | 4.3% |
| I | 525844 | 4.2% |
| M | 441754 | 3.5% |
| D | 414080 | 3.3% |
| Other values (16) | 2401549 |
Common
| Value | Count | Frequency (%) |
| _ | 6322066 | |
| 0 | 2997393 | |
| 1 | 2783700 | |
| 3 | 1697801 | 7.8% |
| 2 | 1526983 | 7.0% |
| 5 | 1458055 | 6.7% |
| 7 | 1278137 | 5.9% |
| 4 | 1090355 | 5.0% |
| 9 | 1045066 | 4.8% |
| 8 | 947709 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 34481438 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 6322066 | |
| S | 3102731 | 9.0% |
| 0 | 2997393 | 8.7% |
| 1 | 2783700 | 8.1% |
| U | 2529278 | 7.3% |
| 3 | 1697801 | 4.9% |
| 2 | 1526983 | 4.4% |
| 5 | 1458055 | 4.2% |
| 7 | 1278137 | 3.7% |
| 4 | 1090355 | 3.2% |
| Other values (27) | 9694939 |
new_confirmed
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 5621 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3424 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.36273 |
| Minimum | -126883 |
|---|---|
| Maximum | 128555 |
| Zeros | 978365 |
| Zeros (%) | 31.0% |
| Negative | 36494 |
| Negative (%) | 1.2% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | -126883 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 16 |
| 95-th percentile | 142 |
| Maximum | 128555 |
| Range | 255438 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 384.0166 |
|---|---|
| Coefficient of variation (CV) | 9.7558428 |
| Kurtosis | 35109.095 |
| Mean | 39.36273 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 81.261178 |
| Sum | 1.2429211 × 108 |
| Variance | 147468.75 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 978365 | |
| 1 | 330132 | 10.4% |
| 2 | 202210 | 6.4% |
| 3 | 145392 | 4.6% |
| 4 | 112865 | 3.6% |
| 5 | 90948 | 2.9% |
| 6 | 76573 | 2.4% |
| 7 | 65297 | 2.1% |
| 8 | 56360 | 1.8% |
| 9 | 49741 | 1.6% |
| Other values (5611) | 1049726 |
| Value | Count | Frequency (%) |
| -126883 | 1 | |
| -108794 | 1 | |
| -103096 | 1 | |
| -92922 | 1 | |
| -42787 | 1 | |
| -42633 | 1 | |
| -18817 | 1 | |
| -17808 | 1 | |
| -9767 | 1 | |
| -6301 | 1 |
| Value | Count | Frequency (%) |
| 128555 | 1 | |
| 126476 | 1 | |
| 122043 | 1 | |
| 110441 | 1 | |
| 110038 | 1 | |
| 104395 | 1 | |
| 104310 | 1 | |
| 99926 | 1 | |
| 93992 | 1 | |
| 93321 | 1 |
new_deceased
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 340 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 430896 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42219273 |
| Minimum | -798 |
|---|---|
| Maximum | 1258 |
| Zeros | 2315471 |
| Zeros (%) | 73.3% |
| Negative | 10129 |
| Negative (%) | 0.3% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | -798 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 1258 |
| Range | 2056 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.6603935 |
|---|---|
| Coefficient of variation (CV) | 8.6699586 |
| Kurtosis | 16453.964 |
| Mean | 0.42219273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 72.753021 |
| Sum | 1152644 |
| Variance | 13.398481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2315471 | |
| 1 | 226666 | 7.2% |
| 2 | 74887 | 2.4% |
| 3 | 34325 | 1.1% |
| 4 | 18943 | 0.6% |
| 5 | 12083 | 0.4% |
| -1 | 8311 | 0.3% |
| 6 | 7793 | 0.2% |
| 7 | 5469 | 0.2% |
| 8 | 4003 | 0.1% |
| Other values (330) | 22186 | 0.7% |
| (Missing) | 430896 | 13.6% |
| Value | Count | Frequency (%) |
| -798 | 1 | |
| -512 | 1 | |
| -494 | 1 | |
| -452 | 1 | |
| -417 | 1 | |
| -382 | 1 | |
| -371 | 1 | |
| -352 | 1 | |
| -343 | 1 | |
| -317 | 1 |
| Value | Count | Frequency (%) |
| 1258 | 1 | |
| 1011 | 1 | |
| 930 | 1 | |
| 829 | 1 | |
| 631 | 1 | |
| 598 | 1 | |
| 578 | 1 | |
| 577 | 1 | |
| 576 | 1 | |
| 573 | 1 |
new_recovered
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 1101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2862399 |
| Missing (%) | 90.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.949051 |
| Minimum | -4 |
|---|---|
| Maximum | 5532 |
| Zeros | 52863 |
| Zeros (%) | 1.7% |
| Negative | 11 |
| Negative (%) | < 0.1% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | -4 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 30 |
| 95-th percentile | 130 |
| Maximum | 5532 |
| Range | 5536 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 79.0898 |
|---|---|
| Coefficient of variation (CV) | 2.5554838 |
| Kurtosis | 362.117 |
| Mean | 30.949051 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 12.611041 |
| Sum | 9242439 |
| Variance | 6255.1965 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 52863 | 1.7% |
| 1 | 29361 | 0.9% |
| 2 | 18178 | 0.6% |
| 3 | 13131 | 0.4% |
| 4 | 10741 | 0.3% |
| 5 | 8957 | 0.3% |
| 6 | 7678 | 0.2% |
| 7 | 6787 | 0.2% |
| 8 | 6092 | 0.2% |
| 9 | 5580 | 0.2% |
| Other values (1091) | 139266 | 4.4% |
| (Missing) | 2862399 |
| Value | Count | Frequency (%) |
| -4 | 1 | < 0.1% |
| -1 | 10 | < 0.1% |
| 0 | 52863 | |
| 1 | 29361 | |
| 2 | 18178 | 0.6% |
| 3 | 13131 | 0.4% |
| 4 | 10741 | 0.3% |
| 5 | 8957 | 0.3% |
| 6 | 7678 | 0.2% |
| 7 | 6787 | 0.2% |
| Value | Count | Frequency (%) |
| 5532 | 1 | |
| 4393 | 1 | |
| 3905 | 1 | |
| 3858 | 1 | |
| 3412 | 1 | |
| 3366 | 1 | |
| 3326 | 1 | |
| 3315 | 1 | |
| 3295 | 1 | |
| 3177 | 1 |
new_tested
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 10585 |
|---|---|
| Distinct (%) | 19.3% |
| Missing | 3106251 |
| Missing (%) | 98.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3364.3705 |
| Minimum | 0 |
|---|---|
| Maximum | 365607 |
| Zeros | 2348 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 75.25 |
| median | 468 |
| Q3 | 2257 |
| 95-th percentile | 12022.7 |
| Maximum | 365607 |
| Range | 365607 |
| Interquartile range (IQR) | 2181.75 |
Descriptive statistics
| Standard deviation | 14135.559 |
|---|---|
| Coefficient of variation (CV) | 4.2015465 |
| Kurtosis | 184.84185 |
| Mean | 3364.3705 |
| Median Absolute Deviation (MAD) | 458 |
| Skewness | 12.178943 |
| Sum | 1.8430695 × 108 |
| Variance | 1.9981403 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2348 | 0.1% |
| 1 | 676 | < 0.1% |
| 2 | 525 | < 0.1% |
| 3 | 419 | < 0.1% |
| 4 | 410 | < 0.1% |
| 6 | 324 | < 0.1% |
| 5 | 314 | < 0.1% |
| 7 | 308 | < 0.1% |
| 9 | 270 | < 0.1% |
| 8 | 262 | < 0.1% |
| Other values (10575) | 48926 | 1.5% |
| (Missing) | 3106251 |
| Value | Count | Frequency (%) |
| 0 | 2348 | |
| 1 | 676 | < 0.1% |
| 2 | 525 | < 0.1% |
| 3 | 419 | < 0.1% |
| 4 | 410 | < 0.1% |
| 5 | 314 | < 0.1% |
| 6 | 324 | < 0.1% |
| 7 | 308 | < 0.1% |
| 8 | 262 | < 0.1% |
| 9 | 270 | < 0.1% |
| Value | Count | Frequency (%) |
| 365607 | 1 | |
| 343873 | 1 | |
| 340418 | 1 | |
| 339044 | 1 | |
| 338585 | 1 | |
| 329775 | 1 | |
| 324969 | 1 | |
| 322485 | 1 | |
| 315764 | 1 | |
| 315376 | 1 |
cumulative_confirmed
Real number (ℝ)
HIGH CORRELATION  SKEWED 
| Distinct | 124175 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11028.926 |
| Minimum | 0 |
|---|---|
| Maximum | 3200023 |
| Zeros | 12672 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 344 |
| median | 1753 |
| Q3 | 6289 |
| 95-th percentile | 42918 |
| Maximum | 3200023 |
| Range | 3200023 |
| Interquartile range (IQR) | 5945 |
Descriptive statistics
| Standard deviation | 51730.778 |
|---|---|
| Coefficient of variation (CV) | 4.6904636 |
| Kurtosis | 924.22555 |
| Mean | 11028.926 |
| Median Absolute Deviation (MAD) | 1674 |
| Skewness | 23.553803 |
| Sum | 3.48628 × 1010 |
| Variance | 2.6760734 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 30371 | 1.0% |
| 2 | 20127 | 0.6% |
| 3 | 16801 | 0.5% |
| 4 | 14211 | 0.4% |
| 5 | 13011 | 0.4% |
| 0 | 12672 | 0.4% |
| 6 | 12424 | 0.4% |
| 7 | 10909 | 0.3% |
| 8 | 10050 | 0.3% |
| 9 | 8932 | 0.3% |
| Other values (124165) | 3011525 |
| Value | Count | Frequency (%) |
| 0 | 12672 | |
| 1 | 30371 | |
| 2 | 20127 | |
| 3 | 16801 | |
| 4 | 14211 | |
| 5 | 13011 | |
| 6 | 12424 | |
| 7 | 10909 | 0.3% |
| 8 | 10050 | 0.3% |
| 9 | 8932 | 0.3% |
| Value | Count | Frequency (%) |
| 3200023 | 1 | < 0.1% |
| 3190808 | 3 | |
| 3177769 | 4 | |
| 3168105 | 3 | |
| 3153757 | 4 | |
| 3140955 | 3 | |
| 3122700 | 4 | |
| 3107063 | 3 | |
| 3085376 | 4 | |
| 3068779 | 3 |
cumulative_deceased
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED  ZEROS 
| Distinct | 9600 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 427813 |
| Missing (%) | 13.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170.05813 |
| Minimum | 0 |
|---|---|
| Maximum | 41437 |
| Zeros | 304965 |
| Zeros (%) | 9.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 36 |
| Q3 | 112 |
| 95-th percentile | 603 |
| Maximum | 41437 |
| Range | 41437 |
| Interquartile range (IQR) | 106 |
Descriptive statistics
| Standard deviation | 821.99204 |
|---|---|
| Coefficient of variation (CV) | 4.8335944 |
| Kurtosis | 751.84258 |
| Mean | 170.05813 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 23.182502 |
| Sum | 4.648063 × 108 |
| Variance | 675670.92 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 304965 | 9.6% |
| 1 | 115135 | 3.6% |
| 2 | 78871 | 2.5% |
| 3 | 59260 | 1.9% |
| 4 | 50601 | 1.6% |
| 5 | 42186 | 1.3% |
| 6 | 41392 | 1.3% |
| 7 | 37128 | 1.2% |
| 8 | 34948 | 1.1% |
| 9 | 34548 | 1.1% |
| Other values (9590) | 1934186 | |
| (Missing) | 427813 | 13.5% |
| Value | Count | Frequency (%) |
| 0 | 304965 | |
| 1 | 115135 | 3.6% |
| 2 | 78871 | 2.5% |
| 3 | 59260 | 1.9% |
| 4 | 50601 | 1.6% |
| 5 | 42186 | 1.3% |
| 6 | 41392 | 1.3% |
| 7 | 37128 | 1.2% |
| 8 | 34948 | 1.1% |
| 9 | 34548 | 1.1% |
| Value | Count | Frequency (%) |
| 41437 | 1 | |
| 41417 | 1 | |
| 35783 | 2 | |
| 35781 | 1 | |
| 35776 | 1 | |
| 35764 | 1 | |
| 35756 | 1 | |
| 35742 | 1 | |
| 35730 | 1 | |
| 35718 | 1 |
cumulative_recovered
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 32329 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 2862399 |
| Missing (%) | 90.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5924.1444 |
| Minimum | 0 |
|---|---|
| Maximum | 192757 |
| Zeros | 10637 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 266 |
| median | 2551 |
| Q3 | 7612 |
| 95-th percentile | 22327 |
| Maximum | 192757 |
| Range | 192757 |
| Interquartile range (IQR) | 7346 |
Descriptive statistics
| Standard deviation | 9881.7414 |
|---|---|
| Coefficient of variation (CV) | 1.6680453 |
| Kurtosis | 50.742264 |
| Mean | 5924.1444 |
| Median Absolute Deviation (MAD) | 2505 |
| Skewness | 5.0970458 |
| Sum | 1.769151 × 109 |
| Variance | 97648812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10637 | 0.3% |
| 1 | 3313 | 0.1% |
| 2 | 2295 | 0.1% |
| 5 | 1961 | 0.1% |
| 3 | 1520 | < 0.1% |
| 4 | 1418 | < 0.1% |
| 8 | 1318 | < 0.1% |
| 10 | 1144 | < 0.1% |
| 6 | 1127 | < 0.1% |
| 13 | 1099 | < 0.1% |
| Other values (32319) | 272802 | 8.6% |
| (Missing) | 2862399 |
| Value | Count | Frequency (%) |
| 0 | 10637 | |
| 1 | 3313 | 0.1% |
| 2 | 2295 | 0.1% |
| 3 | 1520 | < 0.1% |
| 4 | 1418 | < 0.1% |
| 5 | 1961 | 0.1% |
| 6 | 1127 | < 0.1% |
| 7 | 1012 | < 0.1% |
| 8 | 1318 | < 0.1% |
| 9 | 1073 | < 0.1% |
| Value | Count | Frequency (%) |
| 192757 | 2 | |
| 192752 | 1 | |
| 192750 | 1 | |
| 192727 | 1 | |
| 192692 | 1 | |
| 192657 | 1 | |
| 192630 | 1 | |
| 192572 | 1 | |
| 192559 | 1 | |
| 192548 | 1 |
cumulative_tested
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 47544 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 3106193 |
| Missing (%) | 98.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1251654 |
| Minimum | 0 |
|---|---|
| Maximum | 71996051 |
| Zeros | 948 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 19715 |
| median | 158276 |
| Q3 | 789612 |
| 95-th percentile | 4682827.6 |
| Maximum | 71996051 |
| Range | 71996051 |
| Interquartile range (IQR) | 769897 |
Descriptive statistics
| Standard deviation | 4844666.9 |
|---|---|
| Coefficient of variation (CV) | 3.8706119 |
| Kurtosis | 122.39716 |
| Mean | 1251654 |
| Median Absolute Deviation (MAD) | 156278 |
| Skewness | 10.215455 |
| Sum | 6.8640705 × 1010 |
| Variance | 2.3470797 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 948 | < 0.1% |
| 1 | 212 | < 0.1% |
| 3 | 163 | < 0.1% |
| 2 | 138 | < 0.1% |
| 4 | 101 | < 0.1% |
| 6 | 77 | < 0.1% |
| 5 | 69 | < 0.1% |
| 7 | 59 | < 0.1% |
| 8 | 55 | < 0.1% |
| 9 | 50 | < 0.1% |
| Other values (47534) | 52968 | 1.7% |
| (Missing) | 3106193 |
| Value | Count | Frequency (%) |
| 0 | 948 | |
| 1 | 212 | < 0.1% |
| 2 | 138 | < 0.1% |
| 3 | 163 | < 0.1% |
| 4 | 101 | < 0.1% |
| 5 | 69 | < 0.1% |
| 6 | 77 | < 0.1% |
| 7 | 59 | < 0.1% |
| 8 | 55 | < 0.1% |
| 9 | 50 | < 0.1% |
| Value | Count | Frequency (%) |
| 71996051 | 2 | |
| 71995700 | 1 | |
| 71992584 | 1 | |
| 71964228 | 1 | |
| 71952080 | 1 | |
| 71936128 | 1 | |
| 71897794 | 1 | |
| 71851489 | 1 | |
| 71803926 | 1 | |
| 71753607 | 1 |
| new_confirmed | new_deceased | new_recovered | new_tested | cumulative_confirmed | cumulative_deceased | cumulative_recovered | cumulative_tested | |
|---|---|---|---|---|---|---|---|---|
| new_confirmed | 1.000 | 0.412 | 0.905 | 0.631 | 0.472 | 0.435 | 0.759 | 0.463 |
| new_deceased | 0.412 | 1.000 | 0.459 | 0.429 | 0.294 | 0.315 | 0.262 | 0.335 |
| new_recovered | 0.905 | 0.459 | 1.000 | NaN | 0.693 | 0.676 | 0.697 | NaN |
| new_tested | 0.631 | 0.429 | NaN | 1.000 | 0.838 | 0.842 | NaN | 0.867 |
| cumulative_confirmed | 0.472 | 0.294 | 0.693 | 0.838 | 1.000 | 0.954 | 1.000 | 0.984 |
| cumulative_deceased | 0.435 | 0.315 | 0.676 | 0.842 | 0.954 | 1.000 | 0.959 | 0.963 |
| cumulative_recovered | 0.759 | 0.262 | 0.697 | NaN | 1.000 | 0.959 | 1.000 | NaN |
| cumulative_tested | 0.463 | 0.335 | NaN | 0.867 | 0.984 | 0.963 | NaN | 1.000 |
| date | location_key | new_confirmed | new_deceased | new_recovered | new_tested | cumulative_confirmed | cumulative_deceased | cumulative_recovered | cumulative_tested | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020-03-15 | DE_BB_12051 | 2.0 | 0.0 | 2.0 | NaN | 2.0 | 0.0 | 2.0 | NaN |
| 1 | 2020-03-17 | DE_BB_12051 | 1.0 | 0.0 | 1.0 | NaN | 3.0 | 0.0 | 3.0 | NaN |
| 2 | 2020-03-19 | DE_BB_12051 | 2.0 | 0.0 | 2.0 | NaN | 5.0 | 0.0 | 5.0 | NaN |
| 3 | 2020-03-20 | DE_BB_12051 | 1.0 | 0.0 | 1.0 | NaN | 6.0 | 0.0 | 6.0 | NaN |
| 4 | 2020-03-22 | DE_BB_12051 | 2.0 | 0.0 | 2.0 | NaN | 8.0 | 0.0 | 8.0 | NaN |
| 5 | 2020-03-23 | DE_BB_12051 | 3.0 | 0.0 | 3.0 | NaN | 11.0 | 0.0 | 11.0 | NaN |
| 6 | 2020-03-24 | DE_BB_12051 | 1.0 | 0.0 | 1.0 | NaN | 12.0 | 0.0 | 12.0 | NaN |
| 7 | 2020-03-26 | DE_BB_12051 | 2.0 | 0.0 | 2.0 | NaN | 14.0 | 0.0 | 14.0 | NaN |
| 8 | 2020-03-28 | DE_BB_12051 | 1.0 | 0.0 | 1.0 | NaN | 15.0 | 0.0 | 15.0 | NaN |
| 9 | 2020-03-29 | DE_BB_12051 | 1.0 | 0.0 | 1.0 | NaN | 16.0 | 0.0 | 16.0 | NaN |
| date | location_key | new_confirmed | new_deceased | new_recovered | new_tested | cumulative_confirmed | cumulative_deceased | cumulative_recovered | cumulative_tested | |
|---|---|---|---|---|---|---|---|---|---|---|
| 3161023 | 2022-05-04 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1589.0 | 18.0 | NaN | NaN |
| 3161024 | 2022-05-05 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1589.0 | 18.0 | NaN | NaN |
| 3161025 | 2022-05-06 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1589.0 | 18.0 | NaN | NaN |
| 3161026 | 2022-05-07 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1589.0 | 18.0 | NaN | NaN |
| 3161027 | 2022-05-08 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1589.0 | 18.0 | NaN | NaN |
| 3161028 | 2022-05-09 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1589.0 | 18.0 | NaN | NaN |
| 3161029 | 2022-05-10 | US_WY_56045 | -1.0 | 0.0 | NaN | NaN | 1588.0 | 18.0 | NaN | NaN |
| 3161030 | 2022-05-11 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1588.0 | 18.0 | NaN | NaN |
| 3161031 | 2022-05-12 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1588.0 | 18.0 | NaN | NaN |
| 3161032 | 2022-05-13 | US_WY_56045 | 0.0 | 0.0 | NaN | NaN | 1588.0 | 18.0 | NaN | NaN |